ContinuousLearningApplication.hpp

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#ifndef SRC_OPENGL_APPLICATION_CONTINUOUSLEARNINGAPPLICATION_HPP_
#define SRC_OPENGL_APPLICATION_CONTINUOUSLEARNINGAPPLICATION_HPP_

#include <application/Application.hpp>

namespace mic {
namespace application {

class ContinuousLearningApplication : public mic::application::Application {
public:

    ContinuousLearningApplication(std::string node_name_);

    virtual ~ContinuousLearningApplication() { };

    void run();

protected:

    virtual bool performSingleStep(void);

    virtual bool performLearningStep() = 0;

    virtual bool performTestingStep();

    virtual void collectTestStatistics() { };

    virtual void populateTestStatistics() { };

    mic::configuration::Property<unsigned int> learning_iterations_to_test_ratio;

    mic::configuration::Property<unsigned int> number_of_averaged_test_measures;

    unsigned long learning_iteration;

};

} /* namespace application */
} /* namespace mic */

#endif /* SRC_OPENGL_APPLICATION_CONTINUOUSLEARNINGAPPLICATION_HPP_ */